This step computes a local FedAvg [1]} algorithm in a decentralized manner as opposed to inside a central aggregating server. It is important to note that it takes \(m\)  rounds to receive updates from \(m\) -hop neighbors. Updates from distant peers will eventually ripple through the network albeit attenuating as they make their way through intermediate peers.
